Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 9760 |
| Missing cells | 1404 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 192.0 B |
Variable types
| Numeric | 17 |
|---|---|
| Categorical | 5 |
| Boolean | 2 |
city has constant value "Willow" | Constant |
coord_X is highly correlated with bearing | High correlation |
bearing is highly correlated with coord_X | High correlation |
house_quality_index is highly correlated with baths and 2 other fields | High correlation |
age_since_construction is highly correlated with age_since_renovation and 2 other fields | High correlation |
age_since_renovation is highly correlated with age_since_construction and 2 other fields | High correlation |
floors is highly correlated with age_since_construction and 2 other fields | High correlation |
bedrooms is highly correlated with baths and 1 other fields | High correlation |
baths is highly correlated with house_quality_index and 6 other fields | High correlation |
living_m2 is highly correlated with house_quality_index and 4 other fields | High correlation |
living_vs_neighbors is highly correlated with living_m2 | High correlation |
price is highly correlated with house_quality_index and 2 other fields | High correlation |
coord_X is highly correlated with bearing | High correlation |
bearing is highly correlated with coord_X and 1 other fields | High correlation |
house_quality_index is highly correlated with age_since_construction and 5 other fields | High correlation |
age_since_construction is highly correlated with house_quality_index and 3 other fields | High correlation |
age_since_renovation is highly correlated with house_quality_index and 3 other fields | High correlation |
floors is highly correlated with house_quality_index and 3 other fields | High correlation |
bedrooms is highly correlated with baths and 1 other fields | High correlation |
baths is highly correlated with house_quality_index and 5 other fields | High correlation |
living_m2 is highly correlated with house_quality_index and 4 other fields | High correlation |
living_vs_neighbors is highly correlated with living_m2 | High correlation |
price is highly correlated with bearing and 2 other fields | High correlation |
coord_X is highly correlated with bearing | High correlation |
coord_Y is highly correlated with floors | High correlation |
bearing is highly correlated with coord_X | High correlation |
age_since_construction is highly correlated with age_since_renovation and 2 other fields | High correlation |
age_since_renovation is highly correlated with age_since_construction and 2 other fields | High correlation |
floors is highly correlated with coord_Y and 2 other fields | High correlation |
baths is highly correlated with age_since_construction and 2 other fields | High correlation |
living_m2 is highly correlated with baths | High correlation |
living_m2 is highly correlated with price and 3 other fields | High correlation |
house_state_index is highly correlated with age_since_renovation and 1 other fields | High correlation |
coord_X is highly correlated with dist and 2 other fields | High correlation |
price is highly correlated with living_m2 and 2 other fields | High correlation |
bedrooms is highly correlated with living_m2 and 1 other fields | High correlation |
viewsToPOI is highly correlated with price and 1 other fields | High correlation |
dist is highly correlated with coord_X and 3 other fields | High correlation |
age_since_renovation is highly correlated with house_state_index and 6 other fields | High correlation |
view_quality is highly correlated with viewsToPOI | High correlation |
lot_m2 is highly correlated with lot_vs_neighbors | High correlation |
baths is highly correlated with living_m2 and 5 other fields | High correlation |
house_quality_index is highly correlated with living_m2 and 5 other fields | High correlation |
postalcode is highly correlated with coord_X and 3 other fields | High correlation |
bearing is highly correlated with coord_X and 5 other fields | High correlation |
lot_vs_neighbors is highly correlated with lot_m2 | High correlation |
floors is highly correlated with age_since_renovation and 3 other fields | High correlation |
age_since_construction is highly correlated with house_state_index and 6 other fields | High correlation |
coord_Y is highly correlated with dist and 4 other fields | High correlation |
house_state_index is highly correlated with city | High correlation |
dow is highly correlated with city | High correlation |
basement is highly correlated with city | High correlation |
floors is highly correlated with city | High correlation |
viewsToPOI is highly correlated with view_quality and 1 other fields | High correlation |
view_quality is highly correlated with viewsToPOI and 1 other fields | High correlation |
city is highly correlated with house_state_index and 5 other fields | High correlation |
coord_X has 428 (4.4%) missing values | Missing |
coord_Y has 976 (10.0%) missing values | Missing |
id is uniformly distributed | Uniform |
id has unique values | Unique |
age_since_construction has 111 (1.1%) zeros | Zeros |
age_since_renovation has 149 (1.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-08-22 12:11:11.804005 |
|---|---|
| Analysis finished | 2021-08-22 12:11:49.758763 |
| Duration | 37.95 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
| Distinct | 9760 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4880.5 |
| Minimum | 1 |
|---|---|
| Maximum | 9760 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 488.95 |
| Q1 | 2440.75 |
| median | 4880.5 |
| Q3 | 7320.25 |
| 95-th percentile | 9272.05 |
| Maximum | 9760 |
| Range | 9759 |
| Interquartile range (IQR) | 4879.5 |
Descriptive statistics
| Standard deviation | 2817.613648 |
|---|---|
| Coefficient of variation (CV) | 0.5773206941 |
| Kurtosis | -1.2 |
| Mean | 4880.5 |
| Median Absolute Deviation (MAD) | 2440 |
| Skewness | 0 |
| Sum | 47633680 |
| Variance | 7938946.667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 6510 | 1 | < 0.1% |
| 6503 | 1 | < 0.1% |
| 6504 | 1 | < 0.1% |
| 6505 | 1 | < 0.1% |
| 6506 | 1 | < 0.1% |
| 6507 | 1 | < 0.1% |
| 6508 | 1 | < 0.1% |
| 6509 | 1 | < 0.1% |
| 6511 | 1 | < 0.1% |
| Other values (9750) | 9750 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 9760 | 1 | |
| 9759 | 1 | |
| 9758 | 1 | |
| 9757 | 1 | |
| 9756 | 1 | |
| 9755 | 1 | |
| 9754 | 1 | |
| 9753 | 1 | |
| 9752 | 1 | |
| 9751 | 1 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.4 KiB |
| Willow |
|---|
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 58560 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Willow |
|---|---|
| 2nd row | Willow |
| 3rd row | Willow |
| 4th row | Willow |
| 5th row | Willow |
Common Values
| Value | Count | Frequency (%) |
| Willow | 9760 |
Length
Pie chart
| Value | Count | Frequency (%) |
| willow | 9760 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 19520 | |
| W | 9760 | |
| i | 9760 | |
| o | 9760 | |
| w | 9760 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 48800 | |
| Uppercase Letter | 9760 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 19520 | |
| i | 9760 | |
| o | 9760 | |
| w | 9760 |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 9760 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 58560 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 19520 | |
| W | 9760 | |
| i | 9760 | |
| o | 9760 | |
| w | 9760 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 58560 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 19520 | |
| W | 9760 | |
| i | 9760 | |
| o | 9760 | |
| w | 9760 |
| Distinct | 59 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10030.27715 |
| Minimum | 10001 |
|---|---|
| Maximum | 10059 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 10001 |
|---|---|
| 5-th percentile | 10004 |
| Q1 | 10016 |
| median | 10029 |
| Q3 | 10046 |
| 95-th percentile | 10057 |
| Maximum | 10059 |
| Range | 58 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 17.21674664 |
|---|---|
| Coefficient of variation (CV) | 0.001716477659 |
| Kurtosis | -1.262501646 |
| Mean | 10030.27715 |
| Median Absolute Deviation (MAD) | 16 |
| Skewness | -0.004808234373 |
| Sum | 97895505 |
| Variance | 296.4163649 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10009 | 303 | 3.1% |
| 10048 | 286 | 2.9% |
| 10054 | 274 | 2.8% |
| 10045 | 272 | 2.8% |
| 10057 | 272 | 2.8% |
| 10047 | 266 | 2.7% |
| 10010 | 263 | 2.7% |
| 10049 | 263 | 2.7% |
| 10028 | 256 | 2.6% |
| 10005 | 238 | 2.4% |
| Other values (49) | 7067 |
| Value | Count | Frequency (%) |
| 10001 | 193 | |
| 10002 | 123 | |
| 10003 | 121 | 1.2% |
| 10004 | 125 | |
| 10005 | 238 | |
| 10006 | 137 | |
| 10007 | 154 | |
| 10008 | 89 | 0.9% |
| 10009 | 303 | |
| 10010 | 263 |
| Value | Count | Frequency (%) |
| 10059 | 104 | 1.1% |
| 10058 | 195 | |
| 10057 | 272 | |
| 10056 | 137 | |
| 10055 | 133 | |
| 10054 | 274 | |
| 10053 | 70 | 0.7% |
| 10052 | 155 | |
| 10051 | 138 | |
| 10050 | 127 |
| Distinct | 9186 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 428 |
| Missing (%) | 4.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5386.42675 |
| Minimum | -29004.59741 |
|---|---|
| Maximum | 29025.47585 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3056 |
| Negative (%) | 31.3% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | -29004.59741 |
|---|---|
| 5-th percentile | -22251.64969 |
| Q1 | -4482.997691 |
| median | 6904.453639 |
| Q3 | 18410.89927 |
| 95-th percentile | 26129.04306 |
| Maximum | 29025.47585 |
| Range | 58030.07326 |
| Interquartile range (IQR) | 22893.89696 |
Descriptive statistics
| Standard deviation | 15202.70332 |
|---|---|
| Coefficient of variation (CV) | 2.82240974 |
| Kurtosis | -0.831938099 |
| Mean | 5386.42675 |
| Median Absolute Deviation (MAD) | 11488.75903 |
| Skewness | -0.4529847107 |
| Sum | 50266134.43 |
| Variance | 231122188.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 16459.87457 | 4 | < 0.1% |
| 20266.10333 | 3 | < 0.1% |
| 189.0833232 | 3 | < 0.1% |
| 15921.98695 | 3 | < 0.1% |
| 23440.80028 | 3 | < 0.1% |
| 2632.824273 | 3 | < 0.1% |
| -10684.39576 | 3 | < 0.1% |
| 11281.71381 | 2 | < 0.1% |
| -21033.36489 | 2 | < 0.1% |
| 4062.351854 | 2 | < 0.1% |
| Other values (9176) | 9304 | |
| (Missing) | 428 | 4.4% |
| Value | Count | Frequency (%) |
| -29004.59741 | 1 | |
| -28822.5084 | 1 | |
| -28810.25731 | 1 | |
| -28783.53972 | 1 | |
| -28764.9357 | 1 | |
| -28759.56794 | 1 | |
| -28739.51298 | 1 | |
| -28728.3954 | 1 | |
| -28728.31271 | 1 | |
| -28713.39609 | 1 |
| Value | Count | Frequency (%) |
| 29025.47585 | 1 | |
| 29021.47667 | 1 | |
| 29008.02537 | 1 | |
| 29007.87757 | 1 | |
| 28977.82834 | 1 | |
| 28969.40196 | 1 | |
| 28956.44134 | 1 | |
| 28934.03222 | 1 | |
| 28925.96822 | 1 | |
| 28924.31623 | 1 |
| Distinct | 8678 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 976 |
| Missing (%) | 10.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3408.415067 |
| Minimum | -17244.59413 |
|---|---|
| Maximum | 17460.78276 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3141 |
| Negative (%) | 32.2% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | -17244.59413 |
|---|---|
| 5-th percentile | -12446.31181 |
| Q1 | -2825.119447 |
| median | 4545.527584 |
| Q3 | 10888.48819 |
| 95-th percentile | 15306.44325 |
| Maximum | 17460.78276 |
| Range | 34705.37689 |
| Interquartile range (IQR) | 13713.60764 |
Descriptive statistics
| Standard deviation | 8824.422759 |
|---|---|
| Coefficient of variation (CV) | 2.589010606 |
| Kurtosis | -0.9183771849 |
| Mean | 3408.415067 |
| Median Absolute Deviation (MAD) | 6835.877608 |
| Skewness | -0.4027123092 |
| Sum | 29939517.95 |
| Variance | 77870437.04 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 941.4654823 | 3 | < 0.1% |
| 13015.57858 | 3 | < 0.1% |
| 15320.69123 | 3 | < 0.1% |
| -2816.796816 | 3 | < 0.1% |
| -9292.835883 | 2 | < 0.1% |
| 13325.52509 | 2 | < 0.1% |
| -14106.40084 | 2 | < 0.1% |
| 15250.30365 | 2 | < 0.1% |
| 15281.68817 | 2 | < 0.1% |
| 8010.778466 | 2 | < 0.1% |
| Other values (8668) | 8760 | |
| (Missing) | 976 | 10.0% |
| Value | Count | Frequency (%) |
| -17244.59413 | 1 | |
| -17169.32356 | 1 | |
| -17169.22523 | 1 | |
| -17168.2757 | 1 | |
| -17138.39721 | 1 | |
| -17092.00006 | 1 | |
| -17050.60991 | 1 | |
| -17018.68443 | 1 | |
| -16992.45104 | 1 | |
| -16991.80124 | 1 |
| Value | Count | Frequency (%) |
| 17460.78276 | 1 | |
| 17416.76024 | 1 | |
| 17392.28579 | 1 | |
| 17391.29054 | 1 | |
| 17315.96816 | 1 | |
| 17242.16037 | 1 | |
| 17242.06185 | 1 | |
| 17241.33824 | 1 | |
| 17191.97391 | 1 | |
| 17191.48321 | 1 |
| Distinct | 9594 |
|---|---|
| Distinct (%) | 98.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17237.17687 |
| Minimum | 411.578375 |
|---|---|
| Maximum | 32637.53292 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 411.578375 |
|---|---|
| 5-th percentile | 4585.92532 |
| Q1 | 12190.54502 |
| median | 17531.37781 |
| Q3 | 22897.08524 |
| 95-th percentile | 28471.63358 |
| Maximum | 32637.53292 |
| Range | 32225.95454 |
| Interquartile range (IQR) | 10706.54022 |
Descriptive statistics
| Standard deviation | 7260.517326 |
|---|---|
| Coefficient of variation (CV) | 0.4212126719 |
| Kurtosis | -0.7884961698 |
| Mean | 17237.17687 |
| Median Absolute Deviation (MAD) | 5348.867749 |
| Skewness | -0.2182537807 |
| Sum | 168234846.2 |
| Variance | 52715111.84 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18108.13751 | 4 | < 0.1% |
| 15545.26756 | 3 | < 0.1% |
| 22608.00582 | 3 | < 0.1% |
| 10684.46237 | 3 | < 0.1% |
| 960.265462 | 3 | < 0.1% |
| 26811.87057 | 3 | < 0.1% |
| 16169.23043 | 3 | < 0.1% |
| 12092.16659 | 3 | < 0.1% |
| 14854.027 | 2 | < 0.1% |
| 8858.87965 | 2 | < 0.1% |
| Other values (9584) | 9731 |
| Value | Count | Frequency (%) |
| 411.578375 | 1 | |
| 414.406971 | 1 | |
| 415.599973 | 1 | |
| 511.597233 | 1 | |
| 531.855559 | 1 | |
| 534.57799 | 1 | |
| 537.717733 | 2 | |
| 567.268295 | 1 | |
| 568.825893 | 1 | |
| 575.739945 | 1 |
| Value | Count | Frequency (%) |
| 32637.53292 | 1 | |
| 32548.05474 | 1 | |
| 32502.059 | 1 | |
| 32391.45142 | 1 | |
| 32379.94928 | 1 | |
| 32352.81959 | 1 | |
| 32336.29486 | 1 | |
| 32241.71969 | 1 | |
| 32202.50685 | 1 | |
| 32190.42725 | 1 |
| Distinct | 9618 |
|---|---|
| Distinct (%) | 98.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.85194373 |
| Minimum | -179.71236 |
|---|---|
| Maximum | 179.724065 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3206 |
| Negative (%) | 32.8% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | -179.71236 |
|---|---|
| 5-th percentile | -121.8942112 |
| Q1 | -56.93703025 |
| median | 50.696071 |
| Q3 | 85.417036 |
| 95-th percentile | 142.4108734 |
| Maximum | 179.724065 |
| Range | 359.436425 |
| Interquartile range (IQR) | 142.3540662 |
Descriptive statistics
| Standard deviation | 83.54476941 |
|---|---|
| Coefficient of variation (CV) | 3.361699604 |
| Kurtosis | -0.886973302 |
| Mean | 24.85194373 |
| Median Absolute Deviation (MAD) | 52.0749205 |
| Skewness | -0.4482134351 |
| Sum | 242554.9708 |
| Variance | 6979.728496 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9.750901 | 3 | < 0.1% |
| 11.356167 | 3 | < 0.1% |
| 60.958637 | 3 | < 0.1% |
| 100.032527 | 3 | < 0.1% |
| 63.690466 | 3 | < 0.1% |
| 65.364316 | 3 | < 0.1% |
| -93.026713 | 2 | < 0.1% |
| 2.829255 | 2 | < 0.1% |
| 44.437144 | 2 | < 0.1% |
| 83.941609 | 2 | < 0.1% |
| Other values (9608) | 9734 |
| Value | Count | Frequency (%) |
| -179.71236 | 1 | |
| -178.922794 | 1 | |
| -178.772131 | 1 | |
| -177.893394 | 1 | |
| -177.174922 | 1 | |
| -173.350793 | 1 | |
| -172.674364 | 1 | |
| -172.049112 | 1 | |
| -169.803009 | 1 | |
| -169.703059 | 1 |
| Value | Count | Frequency (%) |
| 179.724065 | 1 | |
| 179.627838 | 1 | |
| 179.518738 | 1 | |
| 178.127409 | 1 | |
| 176.865697 | 1 | |
| 176.786222 | 1 | |
| 176.669206 | 1 | |
| 176.610705 | 1 | |
| 176.596761 | 1 | |
| 176.580913 | 1 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.669159836 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 4 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.156151305 |
|---|---|
| Coefficient of variation (CV) | 0.24761442 |
| Kurtosis | 1.093004059 |
| Mean | 4.669159836 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.8068122457 |
| Sum | 45571 |
| Variance | 1.33668584 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 4090 | |
| 5 | 2818 | |
| 6 | 1132 | 11.6% |
| 3 | 856 | 8.8% |
| 7 | 541 | 5.5% |
| 8 | 170 | 1.7% |
| 2 | 99 | 1.0% |
| 9 | 43 | 0.4% |
| 1 | 9 | 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 9 | 0.1% |
| 2 | 99 | 1.0% |
| 3 | 856 | 8.8% |
| 4 | 4090 | |
| 5 | 2818 | |
| 6 | 1132 | 11.6% |
| 7 | 541 | 5.5% |
| 8 | 170 | 1.7% |
| 9 | 43 | 0.4% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 10 | 2 | < 0.1% |
| 9 | 43 | 0.4% |
| 8 | 170 | 1.7% |
| 7 | 541 | 5.5% |
| 6 | 1132 | 11.6% |
| 5 | 2818 | |
| 4 | 4090 | |
| 3 | 856 | 8.8% |
| 2 | 99 | 1.0% |
| 1 | 9 | 0.1% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.4 KiB |
| OK | |
|---|---|
| Satisfied | |
| Very Satisfied | |
| Disatisfied | 67 |
| Very Disatisfied | 15 |
Length
| Max length | 16 |
|---|---|
| Median length | 2 |
| Mean length | 4.870696721 |
| Min length | 2 |
Characters and Unicode
| Total characters | 47538 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Very Satisfied |
|---|---|
| 2nd row | OK |
| 3rd row | Satisfied |
| 4th row | OK |
| 5th row | OK |
Common Values
| Value | Count | Frequency (%) |
| OK | 6328 | |
| Satisfied | 2599 | |
| Very Satisfied | 751 | 7.7% |
| Disatisfied | 67 | 0.7% |
| Very Disatisfied | 15 | 0.2% |
Length
Pie chart
| Value | Count | Frequency (%) |
| ok | 6328 | |
| satisfied | 3350 | |
| very | 766 | 7.3% |
| disatisfied | 82 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 6946 | |
| O | 6328 | |
| K | 6328 | |
| e | 4198 | |
| s | 3514 | |
| a | 3432 | |
| t | 3432 | |
| f | 3432 | |
| d | 3432 | |
| S | 3350 | |
| Other values (5) | 3146 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 29918 | |
| Uppercase Letter | 16854 | |
| Space Separator | 766 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 6946 | |
| e | 4198 | |
| s | 3514 | |
| a | 3432 | |
| t | 3432 | |
| f | 3432 | |
| d | 3432 | |
| r | 766 | 2.6% |
| y | 766 | 2.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 6328 | |
| K | 6328 | |
| S | 3350 | |
| V | 766 | 4.5% |
| D | 82 | 0.5% |
Space Separator
| Value | Count | Frequency (%) |
| 766 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 46772 | |
| Common | 766 | 1.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 6946 | |
| O | 6328 | |
| K | 6328 | |
| e | 4198 | |
| s | 3514 | |
| a | 3432 | |
| t | 3432 | |
| f | 3432 | |
| d | 3432 | |
| S | 3350 | |
| Other values (4) | 2380 | 5.1% |
Common
| Value | Count | Frequency (%) |
| 766 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 47538 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 6946 | |
| O | 6328 | |
| K | 6328 | |
| e | 4198 | |
| s | 3514 | |
| a | 3432 | |
| t | 3432 | |
| f | 3432 | |
| d | 3432 | |
| S | 3350 | |
| Other values (5) | 3146 |
age_since_construction
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 117 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.94743852 |
| Minimum | 0 |
|---|---|
| Maximum | 116 |
| Zeros | 111 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 19 |
| median | 41 |
| Q3 | 63 |
| 95-th percentile | 99 |
| Maximum | 116 |
| Range | 116 |
| Interquartile range (IQR) | 44 |
Descriptive statistics
| Standard deviation | 28.96736636 |
|---|---|
| Coefficient of variation (CV) | 0.6591366263 |
| Kurtosis | -0.6256454176 |
| Mean | 43.94743852 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.4475693933 |
| Sum | 428927 |
| Variance | 839.108314 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 206 | 2.1% |
| 9 | 185 | 1.9% |
| 10 | 179 | 1.8% |
| 12 | 175 | 1.8% |
| 38 | 165 | 1.7% |
| 47 | 162 | 1.7% |
| 8 | 160 | 1.6% |
| 48 | 160 | 1.6% |
| 36 | 157 | 1.6% |
| 37 | 153 | 1.6% |
| Other values (107) | 8058 |
| Value | Count | Frequency (%) |
| 0 | 111 | |
| 1 | 122 | |
| 2 | 150 | |
| 3 | 72 | 0.7% |
| 4 | 62 | 0.6% |
| 5 | 83 | |
| 6 | 122 | |
| 7 | 148 | |
| 8 | 160 | |
| 9 | 185 |
| Value | Count | Frequency (%) |
| 116 | 6 | 0.1% |
| 115 | 19 | |
| 114 | 19 | |
| 113 | 15 | 0.2% |
| 112 | 17 | |
| 111 | 25 | |
| 110 | 27 | |
| 109 | 30 | |
| 108 | 40 | |
| 107 | 37 |
age_since_renovation
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 117 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 41.45696721 |
| Minimum | 0 |
|---|---|
| Maximum | 116 |
| Zeros | 149 |
| Zeros (%) | 1.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 16 |
| median | 38 |
| Q3 | 61 |
| 95-th percentile | 97 |
| Maximum | 116 |
| Range | 116 |
| Interquartile range (IQR) | 45 |
Descriptive statistics
| Standard deviation | 28.50175842 |
|---|---|
| Coefficient of variation (CV) | 0.6875022545 |
| Kurtosis | -0.518947199 |
| Mean | 41.45696721 |
| Median Absolute Deviation (MAD) | 22 |
| Skewness | 0.5270992055 |
| Sum | 404620 |
| Variance | 812.3502332 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11 | 205 | 2.1% |
| 10 | 198 | 2.0% |
| 12 | 191 | 2.0% |
| 9 | 183 | 1.9% |
| 2 | 173 | 1.8% |
| 8 | 171 | 1.8% |
| 36 | 168 | 1.7% |
| 47 | 161 | 1.6% |
| 38 | 160 | 1.6% |
| 7 | 156 | 1.6% |
| Other values (107) | 7994 |
| Value | Count | Frequency (%) |
| 0 | 149 | |
| 1 | 150 | |
| 2 | 173 | |
| 3 | 71 | 0.7% |
| 4 | 91 | |
| 5 | 111 | |
| 6 | 131 | |
| 7 | 156 | |
| 8 | 171 | |
| 9 | 183 |
| Value | Count | Frequency (%) |
| 116 | 4 | < 0.1% |
| 115 | 16 | |
| 114 | 8 | 0.1% |
| 113 | 17 | |
| 112 | 19 | |
| 111 | 17 | |
| 110 | 20 | |
| 109 | 25 | |
| 108 | 32 | |
| 107 | 33 |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.4 KiB |
| 1 | |
|---|---|
| 3 | |
| 2 | |
| 5 | 277 |
| 4 | 64 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 9760 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4889 | |
| 3 | 3722 | |
| 2 | 808 | 8.3% |
| 5 | 277 | 2.8% |
| 4 | 64 | 0.7% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 4889 | |
| 3 | 3722 | |
| 2 | 808 | 8.3% |
| 5 | 277 | 2.8% |
| 4 | 64 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4889 | |
| 3 | 3722 | |
| 2 | 808 | 8.3% |
| 5 | 277 | 2.8% |
| 4 | 64 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 9760 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4889 | |
| 3 | 3722 | |
| 2 | 808 | 8.3% |
| 5 | 277 | 2.8% |
| 4 | 64 | 0.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 9760 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4889 | |
| 3 | 3722 | |
| 2 | 808 | 8.3% |
| 5 | 277 | 2.8% |
| 4 | 64 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9760 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 4889 | |
| 3 | 3722 | |
| 2 | 808 | 8.3% |
| 5 | 277 | 2.8% |
| 4 | 64 | 0.7% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 5806 | |
| True | 3954 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.379713115 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 5 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8954338287 |
|---|---|
| Coefficient of variation (CV) | 0.2649437388 |
| Kurtosis | 1.016137645 |
| Mean | 3.379713115 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.3974428781 |
| Sum | 32986 |
| Variance | 0.8018017416 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 4385 | |
| 4 | 3192 | |
| 2 | 1225 | 12.6% |
| 5 | 727 | 7.4% |
| 6 | 119 | 1.2% |
| 1 | 82 | 0.8% |
| 7 | 18 | 0.2% |
| 8 | 7 | 0.1% |
| 0 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 5 | 0.1% |
| 1 | 82 | 0.8% |
| 2 | 1225 | 12.6% |
| 3 | 4385 | |
| 4 | 3192 | |
| 5 | 727 | 7.4% |
| 6 | 119 | 1.2% |
| 7 | 18 | 0.2% |
| 8 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 7 | 0.1% |
| 7 | 18 | 0.2% |
| 6 | 119 | 1.2% |
| 5 | 727 | 7.4% |
| 4 | 3192 | |
| 3 | 4385 | |
| 2 | 1225 | 12.6% |
| 1 | 82 | 0.8% |
| 0 | 5 | 0.1% |
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.106147541 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1.5 |
| median | 2.25 |
| Q3 | 2.5 |
| 95-th percentile | 3.5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7571367686 |
|---|---|
| Coefficient of variation (CV) | 0.3594889503 |
| Kurtosis | 0.4361242079 |
| Mean | 2.106147541 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 0.3776579914 |
| Sum | 20556 |
| Variance | 0.5732560864 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 2453 | |
| 1 | 1751 | |
| 1.75 | 1378 | |
| 2.25 | 929 | 9.5% |
| 2 | 872 | 8.9% |
| 1.5 | 666 | 6.8% |
| 2.75 | 520 | 5.3% |
| 3.5 | 329 | 3.4% |
| 3 | 319 | 3.3% |
| 3.25 | 266 | 2.7% |
| Other values (14) | 277 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 0.5 | 3 | < 0.1% |
| 0.75 | 27 | 0.3% |
| 1 | 1751 | |
| 1.25 | 6 | 0.1% |
| 1.5 | 666 | 6.8% |
| 1.75 | 1378 | |
| 2 | 872 | 8.9% |
| 2.25 | 929 | 9.5% |
| 2.5 | 2453 |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 5.75 | 1 | < 0.1% |
| 5.5 | 2 | < 0.1% |
| 5.25 | 4 | < 0.1% |
| 5 | 10 | 0.1% |
| 4.75 | 11 | 0.1% |
| 4.5 | 45 | |
| 4.25 | 38 | |
| 4 | 58 | |
| 3.75 | 66 |
| Distinct | 474 |
|---|---|
| Distinct (%) | 4.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 192.8971311 |
| Minimum | 34 |
|---|---|
| Maximum | 929 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 34 |
|---|---|
| 5-th percentile | 86 |
| Q1 | 133 |
| median | 178 |
| Q3 | 237 |
| 95-th percentile | 347 |
| Maximum | 929 |
| Range | 895 |
| Interquartile range (IQR) | 104 |
Descriptive statistics
| Standard deviation | 83.1492181 |
|---|---|
| Coefficient of variation (CV) | 0.4310547161 |
| Kurtosis | 3.130476515 |
| Mean | 192.8971311 |
| Median Absolute Deviation (MAD) | 50 |
| Skewness | 1.262838542 |
| Sum | 1882676 |
| Variance | 6913.792471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 143 | 77 | 0.8% |
| 169 | 70 | 0.7% |
| 165 | 69 | 0.7% |
| 153 | 68 | 0.7% |
| 130 | 68 | 0.7% |
| 170 | 67 | 0.7% |
| 141 | 65 | 0.7% |
| 154 | 65 | 0.7% |
| 131 | 65 | 0.7% |
| 134 | 63 | 0.6% |
| Other values (464) | 9083 |
| Value | Count | Frequency (%) |
| 34 | 1 | < 0.1% |
| 36 | 2 | |
| 38 | 1 | < 0.1% |
| 39 | 2 | |
| 43 | 1 | < 0.1% |
| 48 | 2 | |
| 50 | 3 | |
| 51 | 1 | < 0.1% |
| 52 | 1 | < 0.1% |
| 53 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 929 | 1 | |
| 746 | 1 | |
| 730 | 1 | |
| 729 | 1 | |
| 716 | 1 | |
| 707 | 1 | |
| 692 | 1 | |
| 659 | 1 | |
| 647 | 1 | |
| 645 | 1 |
| Distinct | 2329 |
|---|---|
| Distinct (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1139.655738 |
| Minimum | 53 |
|---|---|
| Maximum | 42172 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 53 |
|---|---|
| 5-th percentile | 171 |
| Q1 | 467 |
| median | 697 |
| Q3 | 960 |
| 95-th percentile | 3269.05 |
| Maximum | 42172 |
| Range | 42119 |
| Interquartile range (IQR) | 493 |
Descriptive statistics
| Standard deviation | 2295.626589 |
|---|---|
| Coefficient of variation (CV) | 2.014315826 |
| Kurtosis | 93.57251416 |
| Mean | 1139.655738 |
| Median Absolute Deviation (MAD) | 235 |
| Skewness | 8.4976194 |
| Sum | 11123040 |
| Variance | 5269901.437 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 465 | 53 | 0.5% |
| 466 | 47 | 0.5% |
| 463 | 44 | 0.5% |
| 464 | 40 | 0.4% |
| 670 | 39 | 0.4% |
| 371 | 39 | 0.4% |
| 372 | 38 | 0.4% |
| 558 | 37 | 0.4% |
| 559 | 35 | 0.4% |
| 373 | 34 | 0.3% |
| Other values (2319) | 9354 |
| Value | Count | Frequency (%) |
| 53 | 1 | < 0.1% |
| 59 | 2 | < 0.1% |
| 60 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 63 | 2 | < 0.1% |
| 64 | 2 | < 0.1% |
| 65 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 67 | 1 | < 0.1% |
| 69 | 6 |
| Value | Count | Frequency (%) |
| 42172 | 1 | |
| 41233 | 1 | |
| 40363 | 1 | |
| 39038 | 1 | |
| 38452 | 1 | |
| 33457 | 1 | |
| 31333 | 1 | |
| 29331 | 1 | |
| 27576 | 1 | |
| 27267 | 1 |
| Distinct | 247 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.053856557 |
| Minimum | 0.18 |
|---|---|
| Maximum | 5.98 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 0.18 |
|---|---|
| 5-th percentile | 0.63 |
| Q1 | 0.88 |
| median | 1 |
| Q3 | 1.16 |
| 95-th percentile | 1.63 |
| Maximum | 5.98 |
| Range | 5.8 |
| Interquartile range (IQR) | 0.28 |
Descriptive statistics
| Standard deviation | 0.3228443751 |
|---|---|
| Coefficient of variation (CV) | 0.3063456529 |
| Kurtosis | 15.37590841 |
| Mean | 1.053856557 |
| Median Absolute Deviation (MAD) | 0.14 |
| Skewness | 2.241772348 |
| Sum | 10285.64 |
| Variance | 0.1042284905 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 971 | 9.9% |
| 1.01 | 306 | 3.1% |
| 0.99 | 299 | 3.1% |
| 0.98 | 183 | 1.9% |
| 0.95 | 165 | 1.7% |
| 0.94 | 163 | 1.7% |
| 0.96 | 156 | 1.6% |
| 1.06 | 156 | 1.6% |
| 1.02 | 152 | 1.6% |
| 1.03 | 150 | 1.5% |
| Other values (237) | 7059 |
| Value | Count | Frequency (%) |
| 0.18 | 1 | < 0.1% |
| 0.27 | 1 | < 0.1% |
| 0.28 | 3 | |
| 0.29 | 3 | |
| 0.3 | 1 | < 0.1% |
| 0.31 | 1 | < 0.1% |
| 0.33 | 2 | |
| 0.34 | 1 | < 0.1% |
| 0.36 | 2 | |
| 0.37 | 2 |
| Value | Count | Frequency (%) |
| 5.98 | 1 | |
| 5.73 | 1 | |
| 3.54 | 1 | |
| 3.49 | 1 | |
| 3.36 | 1 | |
| 3.35 | 1 | |
| 3.25 | 1 | |
| 3.2 | 1 | |
| 3.19 | 1 | |
| 3.18 | 1 |
| Distinct | 362 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.100652664 |
| Minimum | 0.11 |
|---|---|
| Maximum | 35.44 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 0.11 |
|---|---|
| 5-th percentile | 0.67 |
| Q1 | 0.94 |
| median | 1 |
| Q3 | 1.09 |
| 95-th percentile | 1.71 |
| Maximum | 35.44 |
| Range | 35.33 |
| Interquartile range (IQR) | 0.15 |
Descriptive statistics
| Standard deviation | 0.7840001855 |
|---|---|
| Coefficient of variation (CV) | 0.7123048089 |
| Kurtosis | 642.5481528 |
| Mean | 1.100652664 |
| Median Absolute Deviation (MAD) | 0.07 |
| Skewness | 19.82103316 |
| Sum | 10742.37 |
| Variance | 0.6146562909 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2324 | |
| 0.99 | 338 | 3.5% |
| 1.01 | 278 | 2.8% |
| 0.97 | 220 | 2.3% |
| 0.98 | 214 | 2.2% |
| 0.96 | 186 | 1.9% |
| 0.95 | 181 | 1.9% |
| 1.02 | 172 | 1.8% |
| 1.03 | 168 | 1.7% |
| 0.94 | 167 | 1.7% |
| Other values (352) | 5512 |
| Value | Count | Frequency (%) |
| 0.11 | 1 | < 0.1% |
| 0.12 | 2 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| 0.14 | 3 | |
| 0.15 | 1 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.21 | 2 | < 0.1% |
| 0.22 | 7 | |
| 0.23 | 4 | |
| 0.24 | 3 |
| Value | Count | Frequency (%) |
| 35.44 | 1 | |
| 28.04 | 1 | |
| 22.32 | 1 | |
| 19.55 | 1 | |
| 13.28 | 1 | |
| 12.51 | 1 | |
| 12.33 | 1 | |
| 11.22 | 1 | |
| 10.77 | 1 | |
| 10.53 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.7 KiB |
| False | |
|---|---|
| True | 69 |
| Value | Count | Frequency (%) |
| False | 9691 | |
| True | 69 | 0.7% |
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.4 KiB |
| Very Disatisfied | |
|---|---|
| OK | 407 |
| Satisfied | 209 |
| Disatisfied | 166 |
| Very Satisfied | 141 |
Length
| Max length | 16 |
|---|---|
| Median length | 16 |
| Mean length | 15.15235656 |
| Min length | 2 |
Characters and Unicode
| Total characters | 147887 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Very Disatisfied |
|---|---|
| 2nd row | Very Disatisfied |
| 3rd row | Very Disatisfied |
| 4th row | Very Disatisfied |
| 5th row | Very Disatisfied |
Common Values
| Value | Count | Frequency (%) |
| Very Disatisfied | 8837 | |
| OK | 407 | 4.2% |
| Satisfied | 209 | 2.1% |
| Disatisfied | 166 | 1.7% |
| Very Satisfied | 141 | 1.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| disatisfied | 9003 | |
| very | 8978 | |
| ok | 407 | 2.2% |
| satisfied | 350 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 27709 | |
| s | 18356 | |
| e | 18331 | |
| a | 9353 | 6.3% |
| t | 9353 | 6.3% |
| f | 9353 | 6.3% |
| d | 9353 | 6.3% |
| D | 9003 | 6.1% |
| V | 8978 | 6.1% |
| r | 8978 | 6.1% |
| Other values (5) | 19120 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 119764 | |
| Uppercase Letter | 19145 | 12.9% |
| Space Separator | 8978 | 6.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 27709 | |
| s | 18356 | |
| e | 18331 | |
| a | 9353 | 7.8% |
| t | 9353 | 7.8% |
| f | 9353 | 7.8% |
| d | 9353 | 7.8% |
| r | 8978 | 7.5% |
| y | 8978 | 7.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 9003 | |
| V | 8978 | |
| O | 407 | 2.1% |
| K | 407 | 2.1% |
| S | 350 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 8978 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 138909 | |
| Common | 8978 | 6.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 27709 | |
| s | 18356 | |
| e | 18331 | |
| a | 9353 | 6.7% |
| t | 9353 | 6.7% |
| f | 9353 | 6.7% |
| d | 9353 | 6.7% |
| D | 9003 | 6.5% |
| V | 8978 | 6.5% |
| r | 8978 | 6.5% |
| Other values (4) | 10142 | 7.3% |
Common
| Value | Count | Frequency (%) |
| 8978 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 147887 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 27709 | |
| s | 18356 | |
| e | 18331 | |
| a | 9353 | 6.3% |
| t | 9353 | 6.3% |
| f | 9353 | 6.3% |
| d | 9353 | 6.3% |
| D | 9003 | 6.1% |
| V | 8978 | 6.1% |
| r | 8978 | 6.1% |
| Other values (5) | 19120 |
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 76.4 KiB |
| Tue | |
|---|---|
| Wed | |
| Mon | |
| Thu | |
| Fri | |
| Other values (2) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 29280 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Tue |
|---|---|
| 2nd row | Thu |
| 3rd row | Wed |
| 4th row | Mon |
| 5th row | Wed |
Common Values
| Value | Count | Frequency (%) |
| Tue | 2125 | |
| Wed | 2032 | |
| Mon | 1878 | |
| Thu | 1857 | |
| Fri | 1631 | |
| Sat | 131 | 1.3% |
| Sun | 106 | 1.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| tue | 2125 | |
| wed | 2032 | |
| mon | 1878 | |
| thu | 1857 | |
| fri | 1631 | |
| sat | 131 | 1.3% |
| sun | 106 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4157 | |
| u | 4088 | |
| T | 3982 | |
| W | 2032 | |
| d | 2032 | |
| n | 1984 | |
| M | 1878 | |
| o | 1878 | |
| h | 1857 | |
| F | 1631 | 5.6% |
| Other values (5) | 3761 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 19520 | |
| Uppercase Letter | 9760 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4157 | |
| u | 4088 | |
| d | 2032 | |
| n | 1984 | |
| o | 1878 | |
| h | 1857 | |
| r | 1631 | 8.4% |
| i | 1631 | 8.4% |
| a | 131 | 0.7% |
| t | 131 | 0.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 3982 | |
| W | 2032 | |
| M | 1878 | |
| F | 1631 | |
| S | 237 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 29280 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4157 | |
| u | 4088 | |
| T | 3982 | |
| W | 2032 | |
| d | 2032 | |
| n | 1984 | |
| M | 1878 | |
| o | 1878 | |
| h | 1857 | |
| F | 1631 | 5.6% |
| Other values (5) | 3761 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 29280 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4157 | |
| u | 4088 | |
| T | 3982 | |
| W | 2032 | |
| d | 2032 | |
| n | 1984 | |
| M | 1878 | |
| o | 1878 | |
| h | 1857 | |
| F | 1631 | 5.6% |
| Other values (5) | 3761 |
month
Real number (ℝ≥0)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.732479508 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 7 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.226950376 |
|---|---|
| Coefficient of variation (CV) | 0.4793108352 |
| Kurtosis | -1.094810286 |
| Mean | 6.732479508 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.06114076883 |
| Sum | 65709 |
| Variance | 10.41320873 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 1092 | |
| 4 | 1072 | |
| 6 | 1064 | |
| 8 | 954 | |
| 10 | 918 | |
| 3 | 905 | |
| 9 | 867 | |
| 12 | 757 | |
| 11 | 692 | |
| 2 | 644 | |
| Other values (2) | 795 |
| Value | Count | Frequency (%) |
| 1 | 474 | |
| 2 | 644 | |
| 3 | 905 | |
| 4 | 1072 | |
| 5 | 321 | 3.3% |
| 6 | 1064 | |
| 7 | 1092 | |
| 8 | 954 | |
| 9 | 867 | |
| 10 | 918 |
| Value | Count | Frequency (%) |
| 12 | 757 | |
| 11 | 692 | |
| 10 | 918 | |
| 9 | 867 | |
| 8 | 954 | |
| 7 | 1092 | |
| 6 | 1064 | |
| 5 | 321 | 3.3% |
| 4 | 1072 | |
| 3 | 905 |
| Distinct | 9667 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 483571.7111 |
| Minimum | 72584 |
|---|---|
| Maximum | 6312525 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 76.4 KiB |
Quantile statistics
| Minimum | 72584 |
|---|---|
| 5-th percentile | 192016.95 |
| Q1 | 290942 |
| median | 403556 |
| Q3 | 579834.5 |
| 95-th percentile | 1019623.65 |
| Maximum | 6312525 |
| Range | 6239941 |
| Interquartile range (IQR) | 288892.5 |
Descriptive statistics
| Standard deviation | 316475.3648 |
|---|---|
| Coefficient of variation (CV) | 0.6544538432 |
| Kurtosis | 27.72951287 |
| Mean | 483571.7111 |
| Median Absolute Deviation (MAD) | 134054.5 |
| Skewness | 3.597930137 |
| Sum | 4719659900 |
| Variance | 1.001566565 × 1011 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 761495 | 2 | < 0.1% |
| 262590 | 2 | < 0.1% |
| 279606 | 2 | < 0.1% |
| 469010 | 2 | < 0.1% |
| 219724 | 2 | < 0.1% |
| 180309 | 2 | < 0.1% |
| 349876 | 2 | < 0.1% |
| 350079 | 2 | < 0.1% |
| 648786 | 2 | < 0.1% |
| 397438 | 2 | < 0.1% |
| Other values (9657) | 9740 |
| Value | Count | Frequency (%) |
| 72584 | 1 | |
| 75113 | 1 | |
| 76453 | 1 | |
| 80620 | 1 | |
| 80688 | 1 | |
| 80746 | 1 | |
| 81002 | 1 | |
| 82655 | 1 | |
| 85255 | 1 | |
| 85415 | 1 |
| Value | Count | Frequency (%) |
| 6312525 | 1 | |
| 4599835 | 1 | |
| 3781201 | 1 | |
| 3444567 | 1 | |
| 3399046 | 1 | |
| 3053305 | 1 | |
| 3050941 | 1 | |
| 3008426 | 1 | |
| 2956704 | 1 | |
| 2956650 | 1 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| id | city | postalcode | coord_X | coord_Y | dist | bearing | house_quality_index | house_state_index | age_since_construction | age_since_renovation | floors | basement | bedrooms | baths | living_m2 | lot_m2 | living_vs_neighbors | lot_vs_neighbors | viewsToPOI | view_quality | dow | month | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Willow | 10023 | -13563.883 | -717.194 | 13582.830 | -93.027 | 4 | Very Satisfied | 41 | 41 | 1 | No | 3 | 2.00 | 123 | 671 | 0.86 | 1.00 | N | Very Disatisfied | Tue | 6 | 226487 |
| 1 | 2 | Willow | 10036 | 15160.213 | 14160.977 | 20745.248 | 46.952 | 6 | OK | 10 | 9 | 3 | Yes | 3 | 3.50 | 256 | 417 | 1.41 | 0.75 | N | Very Disatisfied | Thu | 12 | 852083 |
| 2 | 3 | Willow | 10005 | 5471.000 | -3198.093 | 6337.163 | 120.309 | 4 | Satisfied | 61 | 61 | 1 | Yes | 3 | 1.50 | 142 | 736 | 1.01 | 0.81 | N | Very Disatisfied | Wed | 7 | 405006 |
| 3 | 4 | Willow | 10011 | 7259.583 | -15910.380 | 17488.332 | 155.474 | 7 | OK | 10 | 10 | 3 | No | 4 | 3.75 | 309 | 746 | 0.89 | 1.00 | N | Very Disatisfied | Mon | 7 | 720376 |
| 4 | 5 | Willow | 10031 | 13608.913 | NaN | 13704.478 | 83.230 | 4 | OK | 63 | 63 | 1 | No | 3 | 1.00 | 108 | 999 | 0.49 | 0.79 | N | Very Disatisfied | Wed | 12 | 786720 |
| 5 | 6 | Willow | 10049 | 19984.688 | 13773.939 | 24271.571 | 55.424 | 4 | OK | 74 | 5 | 3 | Yes | 4 | 2.75 | 249 | 500 | 1.65 | 1.00 | N | Very Disatisfied | Thu | 3 | 645034 |
| 6 | 7 | Willow | 10050 | -14779.838 | NaN | 17356.101 | -58.382 | 4 | Satisfied | 32 | 32 | 1 | No | 3 | 2.00 | 121 | 465 | 0.80 | 0.67 | N | Very Disatisfied | Mon | 9 | 215477 |
| 7 | 8 | Willow | 10054 | 16977.246 | 11227.610 | 20354.019 | 56.522 | 4 | Satisfied | 104 | 104 | 2 | No | 3 | 2.00 | 136 | 584 | 0.87 | 1.32 | N | Very Disatisfied | Mon | 12 | 635726 |
| 8 | 9 | Willow | 10002 | 2899.659 | 15319.992 | 15591.991 | 10.718 | 4 | OK | 19 | 19 | 3 | Yes | 2 | 2.00 | 116 | 110 | 0.98 | 0.96 | N | Very Disatisfied | Thu | 3 | 305475 |
| 9 | 10 | Willow | 10054 | 18969.399 | 12199.752 | 22553.759 | 57.254 | 4 | Satisfied | 93 | 93 | 1 | Yes | 3 | 0.75 | 132 | 286 | 1.06 | 0.77 | N | Very Disatisfied | Mon | 10 | 320007 |
Last rows
| id | city | postalcode | coord_X | coord_Y | dist | bearing | house_quality_index | house_state_index | age_since_construction | age_since_renovation | floors | basement | bedrooms | baths | living_m2 | lot_m2 | living_vs_neighbors | lot_vs_neighbors | viewsToPOI | view_quality | dow | month | price | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9750 | 9751 | Willow | 10026 | 21861.644 | 12869.036 | 25368.161 | 59.516 | 4 | Satisfied | 60 | 60 | 1 | No | 4 | 2.00 | 212 | 671 | 2.08 | 0.95 | N | Very Disatisfied | Tue | 11 | 450039 |
| 9751 | 9752 | Willow | 10051 | 26873.788 | -3036.420 | 27044.784 | 96.446 | 5 | Satisfied | 34 | 34 | 1 | Yes | 4 | 2.25 | 268 | 930 | 1.20 | 0.95 | N | Very Disatisfied | Fri | 11 | 551512 |
| 9752 | 9753 | Willow | 10049 | 19620.744 | NaN | 24683.000 | 52.647 | 5 | Satisfied | 61 | 61 | 1 | No | 3 | 1.00 | 151 | 558 | 0.77 | 1.00 | N | Satisfied | Wed | 8 | 493437 |
| 9753 | 9754 | Willow | 10054 | 18655.978 | 11149.294 | 21733.667 | 59.136 | 4 | OK | 57 | 57 | 1 | Yes | 3 | 1.75 | 178 | 447 | 1.09 | 1.00 | N | Very Disatisfied | Thu | 6 | 629650 |
| 9754 | 9755 | Willow | 10010 | 4862.592 | 6810.768 | 8368.474 | 35.525 | 4 | OK | 67 | 67 | 1 | No | 3 | 1.50 | 228 | 671 | 1.28 | 1.05 | N | Very Disatisfied | Fri | 11 | 495355 |
| 9755 | 9756 | Willow | 10015 | 25177.758 | -8286.976 | 26506.480 | 108.218 | 4 | Satisfied | 48 | 48 | 1 | No | 3 | 1.00 | 108 | 888 | 1.00 | 0.90 | N | Very Disatisfied | Tue | 11 | 292574 |
| 9756 | 9757 | Willow | 10057 | -17505.139 | -8121.071 | 19297.193 | -114.888 | 4 | Satisfied | 27 | 27 | 1 | No | 3 | 1.75 | 117 | 892 | 0.77 | 0.97 | N | Very Disatisfied | Tue | 4 | 261727 |
| 9757 | 9758 | Willow | 10013 | 7232.397 | 8086.859 | 10849.187 | 41.808 | 4 | Satisfied | 103 | 103 | 1 | Yes | 5 | 2.50 | 265 | 466 | 1.30 | 1.00 | N | Very Disatisfied | Sat | 8 | 665147 |
| 9758 | 9759 | Willow | 10054 | 19238.028 | 13024.983 | 23232.562 | 55.900 | 4 | OK | 88 | 87 | 2 | No | 3 | 1.00 | 118 | 355 | 1.00 | 0.91 | N | Very Disatisfied | Fri | 3 | 482569 |
| 9759 | 9760 | Willow | 10031 | 10073.106 | 639.115 | 10093.361 | 86.370 | 4 | Satisfied | 58 | 58 | 1 | Yes | 4 | 2.50 | 233 | 810 | 1.17 | 1.00 | N | Very Disatisfied | Wed | 8 | 695811 |